# On Cafe: Agent-Direct Score F (0%)

Site: http://www.oncafe.london
Report: https://directindex.org/r/studio252.tv
Scanned: 2026-10-21 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The scanner couldn't reach On Cafe's website on 2026-10-21 (cloudflare challenge). Rescans are free.
AI assistants can't open On Cafe's website, so they go by what other sites say about it.

## Direct links
- Phone: 020 3759 0162
- Address: 31 Clapham Park Rd, SW4 7EE, London

## Nearby, also direct
Places near On Cafe that take a booking or an order on their own website, with no marketplace in between.
- Pizza Inn (30 m): https://directindex.org/r/pizzainn.com
- Osteria Dell'Arte (60 m): https://directindex.org/r/barbicanbarandgrill.co.uk
- Red Vine Restaurant & Cocktail Lounge & Late Bar 🍸✨ (140 m): https://directindex.org/r/redvinerestaurant.com
- Bird and Tie (180 m): https://directindex.org/r/birdandtie.com
- The Pepper Tree (190 m): https://directindex.org/r/thepeppertree.co.uk

## What to fix first
- **The site couldn't be read at all.** There's a bot challenge in front of the site (cloudflare_challenge), so a plain fetch never gets to the page. A real browser tried too and got challenge:title.

## Already right
- Nothing.

## Where it stands
8651 of 9090 in London. Top 95% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 87% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 36% | no |

Nearest places in the index: Pizza Inn (B, 33 m, https://directindex.org/r/pizzainn.com); Osteria Dell'Arte (B, 63 m, https://directindex.org/r/barbicanbarandgrill.co.uk); Wingstop (F, 124 m, https://directindex.org/r/wingstop.co.uk); Red Vine Restaurant & Cocktail Lounge & Late Bar 🍸✨ (B, 144 m, https://directindex.org/r/redvinerestaurant.com); Mbare (F, 156 m, https://directindex.org/r/kuulseodomains.com); Joe Public (D, 182 m, https://directindex.org/r/joepublicpizza.com); Bird and Tie (C, 184 m, https://directindex.org/r/birdandtie.com); The Pepper Tree (B, 185 m, https://directindex.org/r/thepeppertree.co.uk); Maharani (A, 188 m, https://directindex.org/r/maharaniclapham.co.uk); Fogo de Chão (A, 198 m, https://directindex.org/r/fogodechaouk.co.uk).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 13 everyday questions about London and named 66 places. On Cafe wasn't one of them. See who was named: https://directindex.org/city/london/recommended


## Businesses like On Cafe in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 9090 | 53% | 35% | 0% |

The best of the businesses of the same kind in London: ALBA London - Italian Restaurant Knightsbridge (A 100%, https://directindex.org/r/alba-ldn.uk); AVA - Steakhouse & Grill (A 100%, https://directindex.org/r/avagrill.co.uk); Akatuki (A 100%, https://directindex.org/r/akatuki.co.uk); Aki (A 100%, https://directindex.org/r/akilondon.com); Al-Fanar (A 100%, https://directindex.org/r/alfanarrestaurant.com).

## The direct record
What agents get for On Cafe, as JSON: https://directindex.org/api/direct/studio252.tv
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 020 3759 0162

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/studio252.tv/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/studio252.tv/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=studio252.tv&force=1